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<div class="title">cudnn_frontend_PointWiseDesc.h</div>  </div>
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<a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;<span class="comment"> * Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="comment"> * Permission is hereby granted, free of charge, to any person obtaining a</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="comment"> * copy of this software and associated documentation files (the &quot;Software&quot;),</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="comment"> * to deal in the Software without restriction, including without limitation</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="comment"> * the rights to use, copy, modify, merge, publish, distribute, sublicense,</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="comment"> * and/or sell copies of the Software, and to permit persons to whom the</span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="comment"> * Software is furnished to do so, subject to the following conditions:</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="comment"> * The above copyright notice and this permission notice shall be included in</span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="comment"> * all copies or substantial portions of the Software.</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment"> * THE SOFTWARE IS PROVIDED &quot;AS IS&quot;, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="comment"> * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,</span></div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.  IN NO EVENT SHALL</span></div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="comment"> * THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER</span></div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="comment"> * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING</span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="comment"> * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER</span></div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;<span class="comment"> * DEALINGS IN THE SOFTWARE.</span></div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="comment"> */</span></div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;</div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;</div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;<span class="preprocessor">#include &lt;algorithm&gt;</span></div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;<span class="preprocessor">#include &lt;array&gt;</span></div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;<span class="preprocessor">#include &lt;functional&gt;</span></div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;<span class="preprocessor">#include &lt;memory&gt;</span></div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;<span class="preprocessor">#include &lt;sstream&gt;</span></div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;<span class="preprocessor">#include &lt;utility&gt;</span></div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;<span class="preprocessor">#include &lt;limits&gt;</span></div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;</div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;<span class="preprocessor">#include &lt;cudnn.h&gt;</span></div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;<span class="preprocessor">#include &lt;cudnn_backend.h&gt;</span></div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;</div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../df/d17/cudnn__frontend__utils_8h.html">cudnn_frontend_utils.h</a>&quot;</span></div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;</div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;<span class="keyword">namespace </span><a class="code" href="../../df/de1/namespacecudnn__frontend.html">cudnn_frontend</a> {</div><div class="line"><a name="l00056"></a><span class="lineno"><a class="line" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html">   56</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html">PointWiseDesc_v8</a> : <span class="keyword">public</span> <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html">BackendDescriptor</a> {</div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;   <span class="keyword">public</span>:</div><div class="line"><a name="l00058"></a><span class="lineno"><a class="line" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a1407b6ad40df9af7b191fdf636c2c508">   58</a></span>&#160;    <span class="keyword">friend</span> <span class="keyword">class </span><a class="code" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html">PointWiseDescBuilder_v8</a>;</div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;    std::string</div><div class="line"><a name="l00060"></a><span class="lineno"><a class="line" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a66ada0a9313ced7ed2801097ef523de8">   60</a></span>&#160;    <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a66ada0a9313ced7ed2801097ef523de8">describe</a>()<span class="keyword"> const override </span>{</div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;        std::stringstream ss;</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;        ss &lt;&lt; <span class="stringliteral">&quot;CUDNN_BACKEND_POINTWISE_DESCRIPTOR :&quot;</span></div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;           &lt;&lt; <span class="stringliteral">&quot; Mode: &quot;</span> &lt;&lt; (<a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#ad6d99d57f2a5b345fe5af5bc777b8d1c">mode</a>) &lt;&lt; <span class="stringliteral">&quot; Math precision &quot;</span> &lt;&lt; (<a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a7f1bee44a57b6dad1ce493cd18ffbc18">math_precision</a>);</div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;        <span class="keywordflow">return</span> ss.str();</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;    }</div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;    int64_t</div><div class="line"><a name="l00068"></a><span class="lineno"><a class="line" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a81b0fa4b9ff8bfd2c23ae704f7211962">   68</a></span>&#160;    <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a81b0fa4b9ff8bfd2c23ae704f7211962">getPortCount</a>()<span class="keyword"> const </span>{</div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;        <span class="keywordflow">switch</span> (<a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#ad6d99d57f2a5b345fe5af5bc777b8d1c">mode</a>) {</div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_ADD:</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_MUL:</div><div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;<span class="preprocessor">#if (CUDNN_VERSION &gt;= 8300)</span></div><div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_DIV:</div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_ADD_SQUARE:</div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_SUB:</div><div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_CMP_EQ:</div><div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_CMP_NEQ:</div><div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_CMP_GT:</div><div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_CMP_GE:</div><div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_CMP_LT:</div><div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_CMP_LE:</div><div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_LOGICAL_AND:</div><div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_LOGICAL_OR:</div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;<span class="preprocessor">#endif</span></div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_MIN:</div><div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_MAX:</div><div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_RELU_BWD:</div><div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_TANH_BWD:</div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_SIGMOID_BWD:</div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_ELU_BWD:</div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_GELU_BWD:</div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_SOFTPLUS_BWD:</div><div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_SWISH_BWD:</div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;                <span class="keywordflow">return</span> 3;</div><div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_SQRT:</div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_RELU_FWD:</div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_TANH_FWD:</div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_SIGMOID_FWD:</div><div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_ELU_FWD:</div><div class="line"><a name="l00100"></a><span class="lineno">  100</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_GELU_FWD:</div><div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_SOFTPLUS_FWD:</div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_SWISH_FWD:</div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;<span class="preprocessor">#if (CUDNN_VERSION &gt;= 8300)</span></div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_EXP:</div><div class="line"><a name="l00105"></a><span class="lineno">  105</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_LOG:</div><div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_NEG:</div><div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_MOD:</div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_POW:</div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_ABS:</div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_CEIL:</div><div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_FLOOR:</div><div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_COS:</div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_TAN:</div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_SIN:</div><div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_RSQRT:</div><div class="line"><a name="l00116"></a><span class="lineno">  116</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_LOGICAL_NOT:</div><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;<span class="preprocessor">#endif</span></div><div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;                <span class="keywordflow">return</span> 2;</div><div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;        }</div><div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;    }</div><div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;</div><div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;    cudnnPointwiseMode_t</div><div class="line"><a name="l00123"></a><span class="lineno"><a class="line" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a963d8bd60aa5d7c5385d5d41595c2cf3">  123</a></span>&#160;    <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a963d8bd60aa5d7c5385d5d41595c2cf3">getPointWiseMode</a>()<span class="keyword"> const </span>{</div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;        <span class="keywordflow">return</span> <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#ad6d99d57f2a5b345fe5af5bc777b8d1c">mode</a>;</div><div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;    }</div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;</div><div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;    <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#ac00ed56ba83a04edca3f55125332646b">PointWiseDesc_v8</a>(<a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html">PointWiseDesc_v8</a> &amp;&amp;from) = <span class="keywordflow">default</span>;</div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;    <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html">PointWiseDesc_v8</a> &amp;</div><div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;    <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#aebb5f72b43b33a8163edf8c09f21b7dd">operator= </a>(<a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html">PointWiseDesc_v8</a> &amp;&amp;from) = <span class="keywordflow">default</span>; </div><div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;</div><div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;    <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a44917fdd66ea262687c0f0af3ef3b424">~PointWiseDesc_v8</a>() = <span class="keywordflow">default</span>;</div><div class="line"><a name="l00132"></a><span class="lineno">  132</span>&#160;</div><div class="line"><a name="l00133"></a><span class="lineno">  133</span>&#160;   <span class="keyword">private</span>:</div><div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;    <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#ac00ed56ba83a04edca3f55125332646b">PointWiseDesc_v8</a>()                         = <span class="keywordflow">default</span>;</div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;    <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#ac00ed56ba83a04edca3f55125332646b">PointWiseDesc_v8</a>(<a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html">PointWiseDesc_v8</a> <span class="keyword">const</span> &amp;) = <span class="keyword">delete</span>;</div><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;    <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html">PointWiseDesc_v8</a> &amp;</div><div class="line"><a name="l00137"></a><span class="lineno">  137</span>&#160;    <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#aebb5f72b43b33a8163edf8c09f21b7dd">operator=</a>(<a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html">PointWiseDesc_v8</a> <span class="keyword">const</span> &amp;) = <span class="keyword">delete</span>;</div><div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;</div><div class="line"><a name="l00139"></a><span class="lineno"><a class="line" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a7f1bee44a57b6dad1ce493cd18ffbc18">  139</a></span>&#160;    cudnnDataType_t <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a7f1bee44a57b6dad1ce493cd18ffbc18">math_precision</a>        = CUDNN_DATA_FLOAT;</div><div class="line"><a name="l00140"></a><span class="lineno"><a class="line" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#ad6d99d57f2a5b345fe5af5bc777b8d1c">  140</a></span>&#160;    cudnnPointwiseMode_t <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#ad6d99d57f2a5b345fe5af5bc777b8d1c">mode</a>             = CUDNN_POINTWISE_ADD;</div><div class="line"><a name="l00141"></a><span class="lineno"><a class="line" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a740aed43da4ed8ab351d926cee6bfc6a">  141</a></span>&#160;    cudnnNanPropagation_t <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a740aed43da4ed8ab351d926cee6bfc6a">nan_propagation</a> = CUDNN_NOT_PROPAGATE_NAN;</div><div class="line"><a name="l00142"></a><span class="lineno"><a class="line" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#afcb75336d3b99afcec3bb947c1f1a0e8">  142</a></span>&#160;    <span class="keywordtype">double</span> <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#afcb75336d3b99afcec3bb947c1f1a0e8">upper_clip</a>                     = std::numeric_limits&lt;double&gt;::max();</div><div class="line"><a name="l00143"></a><span class="lineno"><a class="line" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a26f1b0f84dc331ca9f1330cf6f425d36">  143</a></span>&#160;    <span class="keywordtype">double</span> <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a26f1b0f84dc331ca9f1330cf6f425d36">lower_clip</a>                     = 0.0;</div><div class="line"><a name="l00144"></a><span class="lineno"><a class="line" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#ad8731460bbcf7cb2804dd3a9840f276e">  144</a></span>&#160; 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   <span class="keywordtype">double</span> <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#aff19ca9077ac2dca8a9f78df586e11db">swish_beta</a>                     = 1.0;</div><div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160;};</div><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;</div><div class="line"><a name="l00153"></a><span class="lineno"><a class="line" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html">  153</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html">PointWiseDescBuilder_v8</a> {</div><div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;   <span class="keyword">public</span>:</div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l00161"></a><span class="lineno"><a class="line" href="../../d2/db5/group__PointWiseDescBuilder__v8.html#ga3efa065fc125c5af06bd0a9c543bdb9f">  161</a></span>&#160; 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<a class="code" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html">PointWiseDescBuilder_v8</a> &amp; {</div><div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;        m_pointWiseDesc.nan_propagation = nan_mode_;</div><div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;    }</div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l00187"></a><span class="lineno"><a class="line" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html#afdbe0ce3f7fb2f0d23251ccb7507bc69">  187</a></span>&#160;    <a class="code" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html#afdbe0ce3f7fb2f0d23251ccb7507bc69">setReluLowerClip</a>(<span class="keywordtype">double</span> lower_clip_) -&gt; <a class="code" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html">PointWiseDescBuilder_v8</a> &amp; {</div><div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;        m_pointWiseDesc.lower_clip = lower_clip_;</div><div class="line"><a name="l00189"></a><span class="lineno">  189</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00190"></a><span class="lineno">  190</span>&#160;    }</div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;</div><div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l00193"></a><span class="lineno"><a class="line" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html#a0514e70d05a21a9c46bc66d1e61c28f5">  193</a></span>&#160;    <a class="code" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html#a0514e70d05a21a9c46bc66d1e61c28f5">setReluUpperClip</a>(<span class="keywordtype">double</span> upper_clip_) -&gt; <a class="code" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html">PointWiseDescBuilder_v8</a> &amp; {</div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;        m_pointWiseDesc.upper_clip = upper_clip_;</div><div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;    }</div><div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;</div><div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l00199"></a><span class="lineno"><a class="line" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html#aa93615adf69e7a87a06d0cea687794a6">  199</a></span>&#160;    <a class="code" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html#aa93615adf69e7a87a06d0cea687794a6">setReluLowerClipSlope</a>(<span class="keywordtype">double</span> lower_clip_slope_) -&gt; 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<a class="code" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html">PointWiseDescBuilder_v8</a> &amp; {</div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;        m_pointWiseDesc.elu_alpha = elu_alpha_;</div><div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00208"></a><span class="lineno">  208</span>&#160;    }</div><div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;</div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l00211"></a><span class="lineno"><a class="line" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html#ab692e5a2b3970346f68af33530ef98e8">  211</a></span>&#160;    <a class="code" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html#ab692e5a2b3970346f68af33530ef98e8">setSoftplusBeta</a>(<span class="keywordtype">double</span> softplus_beta_) -&gt; <a class="code" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html">PointWiseDescBuilder_v8</a> &amp; {</div><div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;        m_pointWiseDesc.softplus_beta = softplus_beta_;</div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;    }</div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;</div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l00217"></a><span class="lineno"><a class="line" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html#aad41d0f7b6667383fd9012bc492a13c3">  217</a></span>&#160;    <a class="code" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html#aad41d0f7b6667383fd9012bc492a13c3">setSwishBeta</a>(<span class="keywordtype">double</span> swish_beta_) -&gt; <a class="code" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html">PointWiseDescBuilder_v8</a> &amp; {</div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;        m_pointWiseDesc.swish_beta = swish_beta_;</div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;    }</div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;</div><div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;    <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html">PointWiseDesc_v8</a> &amp;&amp;</div><div class="line"><a name="l00225"></a><span class="lineno"><a class="line" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html#a5de642e4141705f8e06c4bf566f1d332">  225</a></span>&#160;    <a class="code" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html#a5de642e4141705f8e06c4bf566f1d332">build</a>() {</div><div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;        <span class="comment">// Create a descriptor. 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           <span class="keywordflow">return</span> std::move(m_pointWiseDesc);</div><div class="line"><a name="l00232"></a><span class="lineno">  232</span>&#160;        }</div><div class="line"><a name="l00233"></a><span class="lineno">  233</span>&#160;</div><div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;        <span class="comment">// Once Created lets set the descriptor parameters.</span></div><div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_pointWiseDesc.pointer-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;                                          CUDNN_ATTR_POINTWISE_MODE,</div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;                                          CUDNN_TYPE_POINTWISE_MODE,</div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;                                          1,</div><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;                                          &amp;m_pointWiseDesc.mode);</div><div class="line"><a name="l00240"></a><span class="lineno">  240</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;                &amp;m_pointWiseDesc,</div><div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;                <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;                <span class="stringliteral">&quot;CUDNN_BACKEND_POINTWISE_DESCRIPTOR: CUDNN_TYPE_POINTWISE_MODE SetAttribute  Failed&quot;</span>);</div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;            <span class="keywordflow">return</span> std::move(m_pointWiseDesc);</div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;        }</div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;</div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_pointWiseDesc.pointer-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;                                          CUDNN_ATTR_POINTWISE_MATH_PREC,</div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;                                          CUDNN_TYPE_DATA_TYPE,</div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;                                          1,</div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;                                          &amp;m_pointWiseDesc.math_precision);</div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;                &amp;m_pointWiseDesc,</div><div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;                <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;                <span class="stringliteral">&quot;CUDNN_BACKEND_POINTWISE_DESCRIPTOR: SetAttribute CUDNN_ATTR_POINTWISE_MATH_PREC Failed&quot;</span>);</div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;            <span class="keywordflow">return</span> std::move(m_pointWiseDesc);</div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;        }</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;</div><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;        <span class="keywordflow">if</span> (m_pointWiseDesc.mode == CUDNN_POINTWISE_RELU_FWD || m_pointWiseDesc.mode == CUDNN_POINTWISE_RELU_BWD) {</div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_pointWiseDesc.pointer-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;                                              CUDNN_ATTR_POINTWISE_NAN_PROPAGATION,</div><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;                                              CUDNN_TYPE_NAN_PROPOGATION,</div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;                                              1,</div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;                                              &amp;m_pointWiseDesc.nan_propagation);</div><div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;                    &amp;m_pointWiseDesc,</div><div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_POINTWISE_DESCRIPTOR: SetAttribute CUDNN_ATTR_POINTWISE_NAN_PROPAGATION Failed&quot;</span>);</div><div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;                <span class="keywordflow">return</span> std::move(m_pointWiseDesc);</div><div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;            }</div><div class="line"><a name="l00274"></a><span class="lineno">  274</span>&#160;</div><div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_pointWiseDesc.pointer-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;                                              CUDNN_ATTR_POINTWISE_RELU_LOWER_CLIP,</div><div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;                                              CUDNN_TYPE_DOUBLE,</div><div class="line"><a name="l00278"></a><span class="lineno">  278</span>&#160;                                              1,</div><div class="line"><a name="l00279"></a><span class="lineno">  279</span>&#160;                                              &amp;m_pointWiseDesc.lower_clip);</div><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;                    &amp;m_pointWiseDesc,</div><div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00284"></a><span class="lineno">  284</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_POINTWISE_DESCRIPTOR: SetAttribute CUDNN_ATTR_POINTWISE_RELU_LOWER_CLIP, Failed&quot;</span>);</div><div class="line"><a name="l00285"></a><span class="lineno">  285</span>&#160;                <span class="keywordflow">return</span> std::move(m_pointWiseDesc);</div><div class="line"><a name="l00286"></a><span class="lineno">  286</span>&#160;            }</div><div class="line"><a name="l00287"></a><span class="lineno">  287</span>&#160;</div><div class="line"><a name="l00288"></a><span class="lineno">  288</span>&#160;            <span class="keywordflow">if</span> (m_pointWiseDesc.math_precision == CUDNN_DATA_FLOAT) {</div><div class="line"><a name="l00289"></a><span class="lineno">  289</span>&#160;                <span class="keywordtype">double</span> clamped_upper_clip =</div><div class="line"><a name="l00290"></a><span class="lineno">  290</span>&#160;                    std::min&lt;double&gt;(m_pointWiseDesc.upper_clip, std::numeric_limits&lt;float&gt;::max());</div><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;                <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_pointWiseDesc.pointer-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00292"></a><span class="lineno">  292</span>&#160;                                                  CUDNN_ATTR_POINTWISE_RELU_UPPER_CLIP,</div><div class="line"><a name="l00293"></a><span class="lineno">  293</span>&#160;                                                  CUDNN_TYPE_DOUBLE,</div><div class="line"><a name="l00294"></a><span class="lineno">  294</span>&#160;                                                  1,</div><div class="line"><a name="l00295"></a><span class="lineno">  295</span>&#160;                                                  &amp;clamped_upper_clip);</div><div class="line"><a name="l00296"></a><span class="lineno">  296</span>&#160;</div><div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;            } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00298"></a><span class="lineno">  298</span>&#160;                <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_pointWiseDesc.pointer-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00299"></a><span class="lineno">  299</span>&#160;                                                  CUDNN_ATTR_POINTWISE_RELU_UPPER_CLIP,</div><div class="line"><a name="l00300"></a><span class="lineno">  300</span>&#160;                                                  CUDNN_TYPE_DOUBLE,</div><div class="line"><a name="l00301"></a><span class="lineno">  301</span>&#160;                                                  1,</div><div class="line"><a name="l00302"></a><span class="lineno">  302</span>&#160;                                                  &amp;m_pointWiseDesc.upper_clip);</div><div class="line"><a name="l00303"></a><span class="lineno">  303</span>&#160;            }</div><div class="line"><a name="l00304"></a><span class="lineno">  304</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00305"></a><span class="lineno">  305</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00306"></a><span class="lineno">  306</span>&#160;                    &amp;m_pointWiseDesc,</div><div class="line"><a name="l00307"></a><span class="lineno">  307</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00308"></a><span class="lineno">  308</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_POINTWISE_DESCRIPTOR: SetAttribute CUDNN_ATTR_POINTWISE_RELU_UPPER_CLIP, Failed&quot;</span>);</div><div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160;                <span class="keywordflow">return</span> std::move(m_pointWiseDesc);</div><div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;            }</div><div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;</div><div class="line"><a name="l00312"></a><span class="lineno">  312</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_pointWiseDesc.pointer-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00313"></a><span class="lineno">  313</span>&#160;                                              CUDNN_ATTR_POINTWISE_RELU_LOWER_CLIP_SLOPE,</div><div class="line"><a name="l00314"></a><span class="lineno">  314</span>&#160;                                              CUDNN_TYPE_DOUBLE,</div><div class="line"><a name="l00315"></a><span class="lineno">  315</span>&#160;                                              1,</div><div class="line"><a name="l00316"></a><span class="lineno">  316</span>&#160;                                              &amp;m_pointWiseDesc.lower_clip_slope);</div><div class="line"><a name="l00317"></a><span class="lineno">  317</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00318"></a><span class="lineno">  318</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(&amp;m_pointWiseDesc,</div><div class="line"><a name="l00319"></a><span class="lineno">  319</span>&#160;                                              <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00320"></a><span class="lineno">  320</span>&#160;                                              <span class="stringliteral">&quot;CUDNN_BACKEND_POINTWISE_DESCRIPTOR: SetAttribute &quot;</span></div><div class="line"><a name="l00321"></a><span class="lineno">  321</span>&#160;                                              <span class="stringliteral">&quot;CUDNN_ATTR_POINTWISE_RELU_LOWER_CLIP_SLOPE, Failed&quot;</span>);</div><div class="line"><a name="l00322"></a><span class="lineno">  322</span>&#160;                <span class="keywordflow">return</span> std::move(m_pointWiseDesc);</div><div class="line"><a name="l00323"></a><span class="lineno">  323</span>&#160;            }</div><div class="line"><a name="l00324"></a><span class="lineno">  324</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (m_pointWiseDesc.mode == CUDNN_POINTWISE_ELU_FWD || m_pointWiseDesc.mode == CUDNN_POINTWISE_ELU_BWD) {</div><div class="line"><a name="l00325"></a><span class="lineno">  325</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_pointWiseDesc.pointer-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00326"></a><span class="lineno">  326</span>&#160;                                              CUDNN_ATTR_POINTWISE_ELU_ALPHA,</div><div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160;                                              CUDNN_TYPE_DOUBLE,</div><div class="line"><a name="l00328"></a><span class="lineno">  328</span>&#160;                                              1,</div><div class="line"><a name="l00329"></a><span class="lineno">  329</span>&#160;                                              &amp;m_pointWiseDesc.elu_alpha);</div><div class="line"><a name="l00330"></a><span class="lineno">  330</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;                    &amp;m_pointWiseDesc,</div><div class="line"><a name="l00333"></a><span class="lineno">  333</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00334"></a><span class="lineno">  334</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_POINTWISE_DESCRIPTOR: SetAttribute CUDNN_ATTR_POINTWISE_ELU_ALPHA, Failed&quot;</span>);</div><div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160;                <span class="keywordflow">return</span> std::move(m_pointWiseDesc);</div><div class="line"><a name="l00336"></a><span class="lineno">  336</span>&#160;            }</div><div class="line"><a name="l00337"></a><span class="lineno">  337</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (m_pointWiseDesc.mode == CUDNN_POINTWISE_SOFTPLUS_FWD ||</div><div class="line"><a name="l00338"></a><span class="lineno">  338</span>&#160;                   m_pointWiseDesc.mode == CUDNN_POINTWISE_SOFTPLUS_BWD) {</div><div class="line"><a name="l00339"></a><span class="lineno">  339</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_pointWiseDesc.pointer-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;                                              CUDNN_ATTR_POINTWISE_SOFTPLUS_BETA,</div><div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;                                              CUDNN_TYPE_DOUBLE,</div><div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;                                              1,</div><div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;                                              &amp;m_pointWiseDesc.softplus_beta);</div><div class="line"><a name="l00344"></a><span class="lineno">  344</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;                    &amp;m_pointWiseDesc,</div><div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00348"></a><span class="lineno">  348</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_POINTWISE_DESCRIPTOR: SetAttribute CUDNN_ATTR_POINTWISE_SOFTPLUS_BETA, Failed&quot;</span>);</div><div class="line"><a name="l00349"></a><span class="lineno">  349</span>&#160;                <span class="keywordflow">return</span> std::move(m_pointWiseDesc);</div><div class="line"><a name="l00350"></a><span class="lineno">  350</span>&#160;            }</div><div class="line"><a name="l00351"></a><span class="lineno">  351</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (m_pointWiseDesc.mode == CUDNN_POINTWISE_SWISH_FWD ||</div><div class="line"><a name="l00352"></a><span class="lineno">  352</span>&#160;                   m_pointWiseDesc.mode == CUDNN_POINTWISE_SWISH_BWD) {</div><div class="line"><a name="l00353"></a><span class="lineno">  353</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_pointWiseDesc.pointer-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00354"></a><span class="lineno">  354</span>&#160;                                              CUDNN_ATTR_POINTWISE_SWISH_BETA,</div><div class="line"><a name="l00355"></a><span class="lineno">  355</span>&#160;                                              CUDNN_TYPE_DOUBLE,</div><div class="line"><a name="l00356"></a><span class="lineno">  356</span>&#160;                                              1,</div><div class="line"><a name="l00357"></a><span class="lineno">  357</span>&#160;                                              &amp;m_pointWiseDesc.swish_beta);</div><div class="line"><a name="l00358"></a><span class="lineno">  358</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00359"></a><span class="lineno">  359</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00360"></a><span class="lineno">  360</span>&#160;                    &amp;m_pointWiseDesc,</div><div class="line"><a name="l00361"></a><span class="lineno">  361</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00362"></a><span class="lineno">  362</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_POINTWISE_DESCRIPTOR: SetAttribute CUDNN_ATTR_POINTWISE_SWISH_BETA, Failed&quot;</span>);</div><div class="line"><a name="l00363"></a><span class="lineno">  363</span>&#160;                <span class="keywordflow">return</span> std::move(m_pointWiseDesc);</div><div class="line"><a name="l00364"></a><span class="lineno">  364</span>&#160;            }</div><div class="line"><a name="l00365"></a><span class="lineno">  365</span>&#160;        }</div><div class="line"><a name="l00366"></a><span class="lineno">  366</span>&#160;</div><div class="line"><a name="l00367"></a><span class="lineno">  367</span>&#160;        <span class="comment">// Finalizing the descriptor</span></div><div class="line"><a name="l00368"></a><span class="lineno">  368</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendFinalize(m_pointWiseDesc.pointer-&gt;get_backend_descriptor());</div><div class="line"><a name="l00369"></a><span class="lineno">  369</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00370"></a><span class="lineno">  370</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00371"></a><span class="lineno">  371</span>&#160;                &amp;m_pointWiseDesc, <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>, <span class="stringliteral">&quot;CUDNN_BACKEND_POINTWISE_DESCRIPTOR: cudnnFinalize Failed&quot;</span>);</div><div class="line"><a name="l00372"></a><span class="lineno">  372</span>&#160;            <span class="keywordflow">return</span> std::move(m_pointWiseDesc);</div><div class="line"><a name="l00373"></a><span class="lineno">  373</span>&#160;        }</div><div class="line"><a name="l00374"></a><span class="lineno">  374</span>&#160;</div><div class="line"><a name="l00375"></a><span class="lineno">  375</span>&#160;        <a class="code" href="../../df/de1/namespacecudnn__frontend.html#ac39691550c5659acffd2386354ed18c6">getLogger</a>() &lt;&lt; <span class="stringliteral">&quot;[cudnn_frontend] &quot;</span> &lt;&lt; m_pointWiseDesc &lt;&lt; std::endl;</div><div class="line"><a name="l00376"></a><span class="lineno">  376</span>&#160;        <span class="keywordflow">return</span> std::move(m_pointWiseDesc);</div><div class="line"><a name="l00377"></a><span class="lineno">  377</span>&#160;    }</div><div class="line"><a name="l00378"></a><span class="lineno">  378</span>&#160;</div><div class="line"><a name="l00379"></a><span class="lineno">  379</span>&#160;    <span class="keyword">explicit</span> <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a1407b6ad40df9af7b191fdf636c2c508">PointWiseDescBuilder_v8</a>()                       = <span class="keywordflow">default</span>;</div><div class="line"><a name="l00380"></a><span class="lineno">  380</span>&#160;    ~<a class="code" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html">PointWiseDescBuilder_v8</a>()                               = <span class="keywordflow">default</span>;</div><div class="line"><a name="l00381"></a><span class="lineno">  381</span>&#160;    <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a1407b6ad40df9af7b191fdf636c2c508">PointWiseDescBuilder_v8</a>(<a class="code" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html">PointWiseDescBuilder_v8</a> &amp;&amp;)      = <span class="keyword">delete</span>;</div><div class="line"><a name="l00382"></a><span class="lineno">  382</span>&#160;    <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a1407b6ad40df9af7b191fdf636c2c508">PointWiseDescBuilder_v8</a>(<a class="code" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html">PointWiseDescBuilder_v8</a> <span class="keyword">const</span> &amp;) = <span class="keyword">delete</span>;</div><div class="line"><a name="l00383"></a><span class="lineno">  383</span>&#160;    <a class="code" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html">PointWiseDescBuilder_v8</a> &amp;</div><div class="line"><a name="l00384"></a><span class="lineno">  384</span>&#160;    <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#aebb5f72b43b33a8163edf8c09f21b7dd">operator=</a>(<a class="code" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html">PointWiseDescBuilder_v8</a> <span class="keyword">const</span> &amp;) = <span class="keyword">delete</span>;</div><div class="line"><a name="l00385"></a><span class="lineno">  385</span>&#160;</div><div class="line"><a name="l00386"></a><span class="lineno">  386</span>&#160;   <span class="keyword">private</span>:</div><div class="line"><a name="l00387"></a><span class="lineno"><a class="line" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html#a804a2b5438f464185b16a4652fc14cf5">  387</a></span>&#160;    <a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html">PointWiseDesc_v8</a> <a class="code" href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html#a804a2b5438f464185b16a4652fc14cf5">m_pointWiseDesc</a>;</div><div class="line"><a name="l00388"></a><span class="lineno">  388</span>&#160;};</div><div class="line"><a name="l00389"></a><span class="lineno">  389</span>&#160;}</div><div class="ttc" id="classcudnn__frontend_1_1PointWiseDesc__v8_html_a26f1b0f84dc331ca9f1330cf6f425d36"><div class="ttname"><a href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a26f1b0f84dc331ca9f1330cf6f425d36">cudnn_frontend::PointWiseDesc_v8::lower_clip</a></div><div class="ttdeci">double lower_clip</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00143">cudnn_frontend_PointWiseDesc.h:143</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDesc__v8_html_ac00ed56ba83a04edca3f55125332646b"><div class="ttname"><a href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#ac00ed56ba83a04edca3f55125332646b">cudnn_frontend::PointWiseDesc_v8::PointWiseDesc_v8</a></div><div class="ttdeci">PointWiseDesc_v8()=default</div></div>
<div class="ttc" id="namespacecudnn__frontend_html_ac39691550c5659acffd2386354ed18c6"><div class="ttname"><a href="../../df/de1/namespacecudnn__frontend.html#ac39691550c5659acffd2386354ed18c6">cudnn_frontend::getLogger</a></div><div class="ttdeci">ConditionalStreamer &amp; getLogger()</div><div class="ttdef"><b>Definition:</b> <a href="../../d8/dc4/cudnn__frontend__Logging_8h_source.html#l00072">cudnn_frontend_Logging.h:72</a></div></div>
<div class="ttc" id="namespacecudnn__frontend_html_a011f392961f07ab6de46a080e9a652a2"><div class="ttname"><a href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">cudnn_frontend::set_error_and_throw_exception</a></div><div class="ttdeci">static void set_error_and_throw_exception(BackendDescriptor const *desc, cudnnStatus_t status, const char *message)</div><div class="ttdef"><b>Definition:</b> <a href="../../df/d17/cudnn__frontend__utils_8h_source.html#l00138">cudnn_frontend_utils.h:138</a></div></div>
<div class="ttc" id="group__PointWiseDescBuilder__v8_html_ga124ebb4a416c645cd0b68f59545c62a8"><div class="ttname"><a href="../../d2/db5/group__PointWiseDescBuilder__v8.html#ga124ebb4a416c645cd0b68f59545c62a8">cudnn_frontend::PointWiseDescBuilder_v8::setClipping</a></div><div class="ttdeci">auto setClipping(double l, double u) -&gt; PointWiseDescBuilder_v8 &amp;</div><div class="ttdoc">Set upper and lower limits for the RELU activation. </div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00167">cudnn_frontend_PointWiseDesc.h:167</a></div></div>
<div class="ttc" id="group__PointWiseDescBuilder__v8_html_gae5240136e19e0a4094036d48c6b1a3b7"><div class="ttname"><a href="../../d2/db5/group__PointWiseDescBuilder__v8.html#gae5240136e19e0a4094036d48c6b1a3b7">cudnn_frontend::PointWiseDescBuilder_v8::setMode</a></div><div class="ttdeci">auto setMode(cudnnNanPropagation_t nan_mode_) -&gt; PointWiseDescBuilder_v8 &amp;</div><div class="ttdoc">Set NaN propagation mode. </div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00180">cudnn_frontend_PointWiseDesc.h:180</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1BackendDescriptor_html"><div class="ttname"><a href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html">cudnn_frontend::BackendDescriptor</a></div><div class="ttdef"><b>Definition:</b> <a href="../../dc/d11/cudnn__backend__base_8h_source.html#l00099">cudnn_backend_base.h:99</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDescBuilder__v8_html_aad41d0f7b6667383fd9012bc492a13c3"><div class="ttname"><a href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html#aad41d0f7b6667383fd9012bc492a13c3">cudnn_frontend::PointWiseDescBuilder_v8::setSwishBeta</a></div><div class="ttdeci">auto setSwishBeta(double swish_beta_) -&gt; PointWiseDescBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00217">cudnn_frontend_PointWiseDesc.h:217</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDesc__v8_html_a963d8bd60aa5d7c5385d5d41595c2cf3"><div class="ttname"><a href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a963d8bd60aa5d7c5385d5d41595c2cf3">cudnn_frontend::PointWiseDesc_v8::getPointWiseMode</a></div><div class="ttdeci">cudnnPointwiseMode_t getPointWiseMode() const</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00123">cudnn_frontend_PointWiseDesc.h:123</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDesc__v8_html_aff19ca9077ac2dca8a9f78df586e11db"><div class="ttname"><a href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#aff19ca9077ac2dca8a9f78df586e11db">cudnn_frontend::PointWiseDesc_v8::swish_beta</a></div><div class="ttdeci">double swish_beta</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00147">cudnn_frontend_PointWiseDesc.h:147</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDesc__v8_html_a740aed43da4ed8ab351d926cee6bfc6a"><div class="ttname"><a href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a740aed43da4ed8ab351d926cee6bfc6a">cudnn_frontend::PointWiseDesc_v8::nan_propagation</a></div><div class="ttdeci">cudnnNanPropagation_t nan_propagation</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00141">cudnn_frontend_PointWiseDesc.h:141</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDesc__v8_html_a44917fdd66ea262687c0f0af3ef3b424"><div class="ttname"><a href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a44917fdd66ea262687c0f0af3ef3b424">cudnn_frontend::PointWiseDesc_v8::~PointWiseDesc_v8</a></div><div class="ttdeci">~PointWiseDesc_v8()=default</div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDescBuilder__v8_html_afdbe0ce3f7fb2f0d23251ccb7507bc69"><div class="ttname"><a href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html#afdbe0ce3f7fb2f0d23251ccb7507bc69">cudnn_frontend::PointWiseDescBuilder_v8::setReluLowerClip</a></div><div class="ttdeci">auto setReluLowerClip(double lower_clip_) -&gt; PointWiseDescBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00187">cudnn_frontend_PointWiseDesc.h:187</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDesc__v8_html"><div class="ttname"><a href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html">cudnn_frontend::PointWiseDesc_v8</a></div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00056">cudnn_frontend_PointWiseDesc.h:56</a></div></div>
<div class="ttc" id="cudnn__frontend__utils_8h_html"><div class="ttname"><a href="../../df/d17/cudnn__frontend__utils_8h.html">cudnn_frontend_utils.h</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDescBuilder__v8_html_ab692e5a2b3970346f68af33530ef98e8"><div class="ttname"><a href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html#ab692e5a2b3970346f68af33530ef98e8">cudnn_frontend::PointWiseDescBuilder_v8::setSoftplusBeta</a></div><div class="ttdeci">auto setSoftplusBeta(double softplus_beta_) -&gt; PointWiseDescBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00211">cudnn_frontend_PointWiseDesc.h:211</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDesc__v8_html_a1407b6ad40df9af7b191fdf636c2c508"><div class="ttname"><a href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a1407b6ad40df9af7b191fdf636c2c508">cudnn_frontend::PointWiseDesc_v8::PointWiseDescBuilder_v8</a></div><div class="ttdeci">friend class PointWiseDescBuilder_v8</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00058">cudnn_frontend_PointWiseDesc.h:58</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDesc__v8_html_a66ada0a9313ced7ed2801097ef523de8"><div class="ttname"><a href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a66ada0a9313ced7ed2801097ef523de8">cudnn_frontend::PointWiseDesc_v8::describe</a></div><div class="ttdeci">std::string describe() const override</div><div class="ttdoc">Return a string describing the backend Descriptor. </div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00060">cudnn_frontend_PointWiseDesc.h:60</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDescBuilder__v8_html_aa93615adf69e7a87a06d0cea687794a6"><div class="ttname"><a href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html#aa93615adf69e7a87a06d0cea687794a6">cudnn_frontend::PointWiseDescBuilder_v8::setReluLowerClipSlope</a></div><div class="ttdeci">auto setReluLowerClipSlope(double lower_clip_slope_) -&gt; PointWiseDescBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00199">cudnn_frontend_PointWiseDesc.h:199</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDesc__v8_html_a81b0fa4b9ff8bfd2c23ae704f7211962"><div class="ttname"><a href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a81b0fa4b9ff8bfd2c23ae704f7211962">cudnn_frontend::PointWiseDesc_v8::getPortCount</a></div><div class="ttdeci">int64_t getPortCount() const</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00068">cudnn_frontend_PointWiseDesc.h:68</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDescBuilder__v8_html"><div class="ttname"><a href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html">cudnn_frontend::PointWiseDescBuilder_v8</a></div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00153">cudnn_frontend_PointWiseDesc.h:153</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDescBuilder__v8_html_a804a2b5438f464185b16a4652fc14cf5"><div class="ttname"><a href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html#a804a2b5438f464185b16a4652fc14cf5">cudnn_frontend::PointWiseDescBuilder_v8::m_pointWiseDesc</a></div><div class="ttdeci">PointWiseDesc_v8 m_pointWiseDesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00387">cudnn_frontend_PointWiseDesc.h:387</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDesc__v8_html_ad8731460bbcf7cb2804dd3a9840f276e"><div class="ttname"><a href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#ad8731460bbcf7cb2804dd3a9840f276e">cudnn_frontend::PointWiseDesc_v8::lower_clip_slope</a></div><div class="ttdeci">double lower_clip_slope</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00144">cudnn_frontend_PointWiseDesc.h:144</a></div></div>
<div class="ttc" id="namespacecudnn__frontend_html"><div class="ttname"><a href="../../df/de1/namespacecudnn__frontend.html">cudnn_frontend</a></div><div class="ttdef"><b>Definition:</b> <a href="../../dc/d11/cudnn__backend__base_8h_source.html#l00029">cudnn_backend_base.h:29</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDesc__v8_html_a7f1bee44a57b6dad1ce493cd18ffbc18"><div class="ttname"><a href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a7f1bee44a57b6dad1ce493cd18ffbc18">cudnn_frontend::PointWiseDesc_v8::math_precision</a></div><div class="ttdeci">cudnnDataType_t math_precision</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00139">cudnn_frontend_PointWiseDesc.h:139</a></div></div>
<div class="ttc" id="group__PointWiseDescBuilder__v8_html_ga3efa065fc125c5af06bd0a9c543bdb9f"><div class="ttname"><a href="../../d2/db5/group__PointWiseDescBuilder__v8.html#ga3efa065fc125c5af06bd0a9c543bdb9f">cudnn_frontend::PointWiseDescBuilder_v8::setMathPrecision</a></div><div class="ttdeci">auto setMathPrecision(cudnnDataType_t data_type_) -&gt; PointWiseDescBuilder_v8 &amp;</div><div class="ttdoc">Set Math Precision Data Type for the Convolution Operation. </div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00161">cudnn_frontend_PointWiseDesc.h:161</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDesc__v8_html_a246795e9bc43f846f701ae4214953412"><div class="ttname"><a href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a246795e9bc43f846f701ae4214953412">cudnn_frontend::PointWiseDesc_v8::elu_alpha</a></div><div class="ttdeci">double elu_alpha</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00145">cudnn_frontend_PointWiseDesc.h:145</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDesc__v8_html_a346bf4a4ca5e45b0f19dc8f2fb6b6148"><div class="ttname"><a href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#a346bf4a4ca5e45b0f19dc8f2fb6b6148">cudnn_frontend::PointWiseDesc_v8::softplus_beta</a></div><div class="ttdeci">double softplus_beta</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00146">cudnn_frontend_PointWiseDesc.h:146</a></div></div>
<div class="ttc" id="group__PointWiseDescBuilder__v8_html_ga48264536e68f952e92a0bdbaa84d9363"><div class="ttname"><a href="../../d2/db5/group__PointWiseDescBuilder__v8.html#ga48264536e68f952e92a0bdbaa84d9363">cudnn_frontend::PointWiseDescBuilder_v8::setMode</a></div><div class="ttdeci">auto setMode(cudnnPointwiseMode_t mode_) -&gt; PointWiseDescBuilder_v8 &amp;</div><div class="ttdoc">Set pointwise mode for the activation. </div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00174">cudnn_frontend_PointWiseDesc.h:174</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDescBuilder__v8_html_a8bdbf27c37334f5b61a65eb1bd4b6a98"><div class="ttname"><a href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html#a8bdbf27c37334f5b61a65eb1bd4b6a98">cudnn_frontend::PointWiseDescBuilder_v8::setEluAlpha</a></div><div class="ttdeci">auto setEluAlpha(double elu_alpha_) -&gt; PointWiseDescBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00205">cudnn_frontend_PointWiseDesc.h:205</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDesc__v8_html_ad6d99d57f2a5b345fe5af5bc777b8d1c"><div class="ttname"><a href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#ad6d99d57f2a5b345fe5af5bc777b8d1c">cudnn_frontend::PointWiseDesc_v8::mode</a></div><div class="ttdeci">cudnnPointwiseMode_t mode</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00140">cudnn_frontend_PointWiseDesc.h:140</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDesc__v8_html_afcb75336d3b99afcec3bb947c1f1a0e8"><div class="ttname"><a href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#afcb75336d3b99afcec3bb947c1f1a0e8">cudnn_frontend::PointWiseDesc_v8::upper_clip</a></div><div class="ttdeci">double upper_clip</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00142">cudnn_frontend_PointWiseDesc.h:142</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDesc__v8_html_aebb5f72b43b33a8163edf8c09f21b7dd"><div class="ttname"><a href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html#aebb5f72b43b33a8163edf8c09f21b7dd">cudnn_frontend::PointWiseDesc_v8::operator=</a></div><div class="ttdeci">PointWiseDesc_v8 &amp; operator=(PointWiseDesc_v8 &amp;&amp;from)=default</div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDescBuilder__v8_html_a0514e70d05a21a9c46bc66d1e61c28f5"><div class="ttname"><a href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html#a0514e70d05a21a9c46bc66d1e61c28f5">cudnn_frontend::PointWiseDescBuilder_v8::setReluUpperClip</a></div><div class="ttdeci">auto setReluUpperClip(double upper_clip_) -&gt; PointWiseDescBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00193">cudnn_frontend_PointWiseDesc.h:193</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1BackendDescriptor_html_a8a5466c444f2de721118334ac876c6ba"><div class="ttname"><a href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">cudnn_frontend::BackendDescriptor::status</a></div><div class="ttdeci">cudnnStatus_t status</div><div class="ttdoc">Shared pointer of the OpaqueBackendPointer. </div><div class="ttdef"><b>Definition:</b> <a href="../../dc/d11/cudnn__backend__base_8h_source.html#l00160">cudnn_backend_base.h:160</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDescBuilder__v8_html_a5de642e4141705f8e06c4bf566f1d332"><div class="ttname"><a href="../../d5/d02/classcudnn__frontend_1_1PointWiseDescBuilder__v8.html#a5de642e4141705f8e06c4bf566f1d332">cudnn_frontend::PointWiseDescBuilder_v8::build</a></div><div class="ttdeci">PointWiseDesc_v8 &amp;&amp; build()</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00225">cudnn_frontend_PointWiseDesc.h:225</a></div></div>
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